1
|
de Jonge PKJD, van Hauten PMM, Janssen LD, de Goede AL, Berrien-Elliott MM, van der Meer JMR, Mousset CM, Roeven MWH, Foster M, Blijlevens N, Hobo W, Fehniger TA, Jansen JH, Schaap NPM, Dolstra H. Good manufacturing practice production of CD34 + progenitor-derived NK cells for adoptive immunotherapy in acute myeloid leukemia. Cancer Immunol Immunother 2023; 72:3323-3335. [PMID: 37477653 PMCID: PMC10491545 DOI: 10.1007/s00262-023-03492-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/30/2023] [Indexed: 07/22/2023]
Abstract
Allogeneic natural killer (NK) cell-based immunotherapy is a promising, well-tolerated adjuvant therapeutic approach for acute myeloid leukemia (AML). For reproducible NK cell immunotherapy, a homogenous, pure and scalable NK cell product is preferred. Therefore, we developed a good manufacturing practice (GMP)-compliant, cytokine-based ex vivo manufacturing process for generating NK cells from CD34+ hematopoietic stem and progenitor cells (HSPC). This manufacturing process combines amongst others IL15 and IL12 and the aryl hydrocarbon receptor antagonist StemRegenin-1 (SR1) to generate a consistent and active NK cell product that fits the requirements for NK cell immunotherapy well. The cell culture protocol was first optimized to generate NK cells with required expansion and differentiation capacity in GMP-compliant closed system cell culture bags. In addition, phenotype, antitumor potency, proliferative and metabolic capacity were evaluated to characterize the HSPC-NK product. Subsequently, seven batches were manufactured for qualification of the process. All seven runs demonstrated consistent results for proliferation, differentiation and antitumor potency, and preliminary specifications for the investigational medicinal product for early clinical phase trials were set. This GMP-compliant manufacturing process for HSPC-NK cells (named RNK001 cells) is used to produce NK cell batches applied in the clinical trial 'Infusion of ex vivo-generated allogeneic natural killer cells in combination with subcutaneous IL2 in patients with acute myeloid leukemia' approved by the Dutch Ethics Committee (EudraCT 2019-001929-27).
Collapse
Affiliation(s)
- P K J D de Jonge
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - P M M van Hauten
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - L D Janssen
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - A L de Goede
- Department of Pharmacy, Radboud University Medical Center, Nijmegen, The Netherlands
| | - M M Berrien-Elliott
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St Louis, MO, USA
| | - J M R van der Meer
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - C M Mousset
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - M W H Roeven
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - M Foster
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St Louis, MO, USA
| | - N Blijlevens
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - W Hobo
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - T A Fehniger
- Department of Medicine, Division of Oncology, Washington University School of Medicine, St Louis, MO, USA
| | - J H Jansen
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - N P M Schaap
- Department of Hematology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - H Dolstra
- Department of Laboratory Medicine, Laboratory of Hematology, Radboud University Medical Center, Geert Grooteplein 8, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
| |
Collapse
|
2
|
Desa DE, Qian T, Skala MC. Label-free optical imaging and sensing for quality control of stem cell manufacturing. Curr Opin Biomed Eng 2023; 25:100435. [PMID: 37885458 PMCID: PMC10602581 DOI: 10.1016/j.cobme.2022.100435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Human stem cells provide emerging methods for drug screening, disease modeling, and personalized patient therapies. To meet this growing demand for scale-up, stem cell manufacturing methods must be streamlined with continuous monitoring technologies and automated feedback to optimize growth conditions for high production and consistency. Label-free optical imaging and sensing, including multiphoton microscopy, Raman spectroscopy, and low-cost methods such as phase and transmitted light microscopy, can provide rapid, repeatable, and non-invasive monitoring of stem cells throughout cell differentiation and maturation. Machine learning algorithms trained on label-free optical imaging and sensing features could identify viable cells and predict optimal manufacturing conditions. These techniques have the potential to streamline stem cell manufacturing and accelerate their use in regenerative medicine.
Collapse
Affiliation(s)
- Danielle E Desa
- Morgridge Institute for Research, 330 N. Orchard St., Madison, WI 53715, United States
| | - Tongcheng Qian
- Morgridge Institute for Research, 330 N. Orchard St., Madison, WI 53715, United States
| | - Melissa C Skala
- Morgridge Institute for Research, 330 N. Orchard St., Madison, WI 53715, United States
- Department of Biomedical Engineering, University of Wisconsin-Madison, 1550 Engineering Dr., Madison, WI 53706, United States
| |
Collapse
|
3
|
Bohrer LR, Stone NE, Mullin NK, Voigt AP, Anfinson KR, Fick JL, Luangphakdy V, Hittle B, Powell K, Muschler GF, Mullins RF, Stone EM, Tucker BA. Automating iPSC generation to enable autologous photoreceptor cell replacement therapy. J Transl Med 2023; 21:161. [PMID: 36855199 PMCID: PMC9976478 DOI: 10.1186/s12967-023-03966-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 02/03/2023] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND Inherited retinal degeneration is a leading cause of incurable vision loss in the developed world. While autologous iPSC mediated photoreceptor cell replacement is theoretically possible, the lack of commercially available technologies designed to enable high throughput parallel production of patient specific therapeutics has hindered clinical translation. METHODS In this study, we describe the use of the Cell X precision robotic cell culture platform to enable parallel production of clinical grade patient specific iPSCs. The Cell X is housed within an ISO Class 5 cGMP compliant closed aseptic isolator (Biospherix XVivo X2), where all procedures from fibroblast culture to iPSC generation, clonal expansion and retinal differentiation were performed. RESULTS Patient iPSCs generated using the Cell X platform were determined to be pluripotent via score card analysis and genetically stable via karyotyping. As determined via immunostaining and confocal microscopy, iPSCs generated using the Cell X platform gave rise to retinal organoids that were indistinguishable from organoids derived from manually generated iPSCs. In addition, at 120 days post-differentiation, single-cell RNA sequencing analysis revealed that cells generated using the Cell X platform were comparable to those generated under manual conditions in a separate laboratory. CONCLUSION We have successfully developed a robotic iPSC generation platform and standard operating procedures for production of high-quality photoreceptor precursor cells that are compatible with current good manufacturing practices. This system will enable clinical grade production of iPSCs for autologous retinal cell replacement.
Collapse
Affiliation(s)
- Laura R Bohrer
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Nicholas E Stone
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Nathaniel K Mullin
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Andrew P Voigt
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Kristin R Anfinson
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Jessica L Fick
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Viviane Luangphakdy
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Cell X Technologies Inc, Cleveland, OH, USA
| | - Bradley Hittle
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - Kimerly Powell
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, USA
| | - George F Muschler
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, OH, USA
| | - Robert F Mullins
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Edwin M Stone
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Budd A Tucker
- Institute for Vision Research, Carver College of Medicine, University of Iowa, 375 Newton Road, Iowa City, IA, 52242, USA.
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA.
| |
Collapse
|
4
|
Weber L, Lee BS, Imboden S, Hsieh CJ, Lin NY. Phenotyping senescent mesenchymal stromal cells using AI image translation. Curr Res Biotechnol 2023; 5:100120. [PMID: 38045568 PMCID: PMC10691861 DOI: 10.1016/j.crbiot.2023.100120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Mesenchymal stromal cells (MSCs) offer promising potential in biomedical research, clinical therapeutics, and immunomodulatory therapies due to their ease of isolation and multipotent, immunoprivileged, and immunosuppersive properties. Extensive efforts have focused on optimizing the cell isolation and culture methods to generate scalable, therapeutically-relevant MSCs for clinical applications. However, MSC-based therapies are often hindered by cell heterogeneity and inconsistency of therapeutic function caused, in part, by MSC senescence. As such, noninvasive and molecular-based MSC characterizations play an essential role in assuring the consistency of MSC functions. Here, we demonstrated that AI image translation algorithms can effectively predict immunofluorescence images of MSC senescence markers from phase contrast images. We showed that the expression level of senescence markers including senescence-associated beta-galactosidase (SABG), p16, p21, and p38 are accurately predicted by deep-learning models for Doxorubicin-induced MSC senescence, irradiation-induced MSC senescence, and replicative MSC senescence. Our AI model distinguished the non-senescent and senescent MSC populations and simultaneously captured the cell-to-cell variability within a population. Our microscopy-based phenotyping platform can be integrated with cell culture routines making it an easily accessible tool for MSC engineering and manufacturing.
Collapse
Affiliation(s)
- Leya Weber
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles 90095, CA, United States
| | - Brandon S. Lee
- Department of Bioengineering, University of California, Los Angeles 90095, CA, United States
| | - Sara Imboden
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles 90095, CA, United States
| | - Cho-Jui Hsieh
- Department of Computer Science, University of California, Los Angeles 90095, CA, United States
| | - Neil Y.C. Lin
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles 90095, CA, United States
- Department of Bioengineering, University of California, Los Angeles 90095, CA, United States
- California NanoSystems Institute, University of California, Los Angeles 90095, CA, United States
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles 90095, CA, United States
- Institute for Quantitative and Computational Biosciences, University of California, Los Angeles 90095, CA, United States
- Broad Stem Cell Center, University of California, Los Angeles 90095, CA, United States
| |
Collapse
|
5
|
Peng L, Gautrot JE. Long term expansion profile of mesenchymal stromal cells at protein nanosheet-stabilised bioemulsions for next generation cell culture microcarriers. Mater Today Bio 2021; 12:100159. [PMID: 34841241 PMCID: PMC8605361 DOI: 10.1016/j.mtbio.2021.100159] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 11/10/2021] [Accepted: 11/13/2021] [Indexed: 12/27/2022] Open
Abstract
Tremendous progress in the identification, isolation and expansion of stem cells has allowed their application in regenerative medicine and tissue engineering, and their use as advanced in vitro models. As a result, stem cell manufacturing increasingly requires scale up, parallelisation and automation. However, solid substrates currently used for the culture of adherent cells are poorly adapted for such applications, owing to their difficult processing from cell products, relatively high costs and their typical reliance on difficult to recycle plastics and microplastics. In this work, we show that bioemulsions formed of microdroplets stabilised by protein nanosheets displaying strong interfacial mechanics are well-suited for the scale up of adherent stem cells such as mesenchymal stromal cells (MSCs). We demonstrate that, over multiple passages (up to passage 10), MSCs retain comparable phenotypes when cultured on such bioemulsions, solid microcarriers (Synthemax II) and classic 2D tissue culture polystyrene. Phenotyping (cell proliferation, morphometry, flow cytometry and differentiation assays) of MSCs cultured for multiple passages on these systems indicate that, although stemness is lost at late passages when cultured on these different substrates, stem cell phenotypes remained comparable between different culture conditions, at any given passage. Hence our study validates the use of bioemulsions for the long term expansion of adherent stem cells and paves the way to the design of novel 3D bioreactors based on microdroplet microcarriers.
Collapse
Affiliation(s)
- Lihui Peng
- Institute of Bioengineering and, UK.,School of Engineering and Materials Science, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK
| | - Julien E Gautrot
- Institute of Bioengineering and, UK.,School of Engineering and Materials Science, Queen Mary, University of London, Mile End Road, London, E1 4NS, UK
| |
Collapse
|
6
|
Aranda Hernandez J, Heuer C, Bahnemann J, Szita N. Microfluidic Devices as Process Development Tools for Cellular Therapy Manufacturing. Adv Biochem Eng Biotechnol 2021; 179:101-127. [PMID: 34410457 DOI: 10.1007/10_2021_169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Cellular therapies are creating a paradigm shift in the biomanufacturing industry. Particularly for autologous therapies, small-scale processing methods are better suited than the large-scale approaches that are traditionally employed in the industry. Current small-scale methods for manufacturing personalized cell therapies, however, are labour-intensive and involve a number of 'open events'. To overcome these challenges, new cell manufacturing platforms following a GMP-in-a-box concept have recently come on the market (GMP: Good Manufacturing Practice). These are closed automated systems with built-in pumps for fluid handling and sensors for in-process monitoring. At a much smaller scale, microfluidic devices exhibit many of the same features as current GMP-in-a-box systems. They are closed systems, fluids can be processed and manipulated, and sensors integrated for real-time detection of process variables. Fabricated from polymers, they can be made disposable, i.e. single-use. Furthermore, microfluidics offers exquisite spatiotemporal control over the cellular microenvironment, promising both reproducibility and control of outcomes. In this chapter, we consider the challenges in cell manufacturing, highlight recent advances of microfluidic devices for each of the main process steps, and summarize our findings on the current state of the art. As microfluidic cell culture devices have been reported for both adherent and suspension cell cultures, we report on devices for the key process steps, or unit operations, of both stem cell therapies and cell-based immunotherapies.
Collapse
Affiliation(s)
| | - Christopher Heuer
- Institute of Technical Chemistry, Leibniz University Hannover, Hannover, Germany
| | - Janina Bahnemann
- Institute of Technical Chemistry, Leibniz University Hannover, Hannover, Germany
| | - Nicolas Szita
- Biochemical Engineering Department, University College London (UCL), London, UK.
| |
Collapse
|
7
|
Lee-Wing M, Szwajcer D, Lockwood A, Flynn A, Anjos K, Tulloch M, Giftakis A, Guan Q. Manufacturing autologous myoblast for regenerative medicine applications. Cytotechnology 2020; 72:605-14. [PMID: 32902721 DOI: 10.1007/s10616-020-00420-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 09/02/2020] [Indexed: 10/23/2022] Open
Abstract
BACKGROUND Autologous myoblasts have been tested in the treatment of muscle-related diseases. However, the standardization of manufacturing myoblasts is still not established. Here we report a flask and animal-free medium-based method of manufacturing clinical-grade myoblast together with establishing releasing criteria for myoblast products under Good Manufacturing Practice (GMP). METHODS Quadriceps muscle biopsy samples were donated from three patients with myogenic ptosis. After biopsy samples were digested through enzymatic dissociation, the cells were grown in T175 flasks (passage 0) and hyperflasks (passage 1) in the animal-free SkGMTM-2 skeletal muscle cell growth medium containing 5% human platelet lysate for 15-17 days. The harvested cells were released based on cell morphology, cell dose, viability, sterility, endotoxin, mycoplasma and immunophenotype. Myotube differentiation was also evaluated. RESULTS 400 to 500 million myoblast cells were manufactured within 15 to 17 days by the end of passage 1, which met pre-determined releasing criteria. The manufactured myoblast cells could differentiate and fuse into myotubes in vitro, with the possible trend that the donor age may impact the differentiation ability of myoblasts. CONCLUSIONS The present study establishes a flask-based method of manufacturing myoblast in the animal-free medium together with releasing criteria, which is simple, robust, inexpensive and easily reproducible. This study will serve as the validation for a planned phase 1 clinical trial to assess the use of autologous myoblast transplants for the treatment of myogenic ptosis and other myogenic diseases.
Collapse
|
8
|
Shirai K, Kato H, Imai Y, Shibuta M, Kanie K, Kato R. The importance of scoring recognition fitness in spheroid morphological analysis for robust label-free quality evaluation. Regen Ther 2020; 14:205-214. [PMID: 32435672 PMCID: PMC7229423 DOI: 10.1016/j.reth.2020.02.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2019] [Revised: 02/06/2020] [Accepted: 02/20/2020] [Indexed: 01/01/2023] Open
Abstract
Because of the growing demand for human cell spheroids as functional cellular components for both drug development and regenerative therapy, the technology to non-invasively evaluate their quality has emerged. Image-based morphology analysis of spheroids enables high-throughput screening of their quality. However, since spheroids are three-dimensional, their images can have poor contrast in their surface area, and therefore the total spheroid recognition by image processing is greatly dependent on human who design the filter-set to fit for their own definition of spheroid outline. As a result, the reproducibility of morphology measurement is critically affected by the performance of filter-set, and its fluctuation can disrupt the subsequent morphology-based analysis. Although the unexpected failure derived from the inconsistency of image processing result is a critical issue for analyzing large image data for quality screening, it has been tackled rarely. To achieve robust analysis performances using morphological features, we investigated the influence of filter-set's reproducibility for various types of spheroid data. We propose a new scoring index, the "recognition fitness deviation (RFD)," as a measure to quantitatively and comprehensively evaluate how reproductively a designed filter-set can work with data variations, such as the variations in replicate samples, in time-course samples, and in different types of cells (a total of six normal or cancer cell types). Our result shows that RFD scoring from 5000 images can automatically rank the best robust filter-set for obtaining the best 6-cell type classification model (94% accuracy). Moreover, the RFD score reflected the differences between the worst and the best classification models for morphologically similar spheroids, 60% and 89% accuracy respectively. In addition to RFD scoring, we found that using the time-course of morphological features can augment the fluctuations in spheroid recognitions leading to robust morphological analysis.
Collapse
Affiliation(s)
- Kazuhide Shirai
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan.,Mathematical Sciences Research Laboratory, Research & Development Division, Nikon Corporation, Yokohama Plant, 471, Nagaodai-cho, Sakae-ku, Yokohama-city, Kanagawa 244-8533, Japan
| | - Hirohito Kato
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Yuta Imai
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Mayu Shibuta
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Kei Kanie
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Ryuji Kato
- Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan.,Institute of Nano-Life-Systems, Institute for Innovation for Future Society, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| |
Collapse
|
9
|
Castilla-Casadiego DA, Reyes-Ramos AM, Domenech M, Almodovar J. Effects of Physical, Chemical, and Biological Stimulus on h-MSC Expansion and Their Functional Characteristics. Ann Biomed Eng 2020; 48:519-535. [PMID: 31705365 PMCID: PMC6952531 DOI: 10.1007/s10439-019-02400-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 10/30/2019] [Indexed: 01/10/2023]
Abstract
Human adult mesenchymal stem or stromal cells (h-MSC) therapy has gained considerable attention due to the potential to treat or cure diseases given their immunosuppressive properties and tissue regeneration capabilities. Researchers have explored diverse strategies to promote high h-MSC production without losing functional characteristics or properties. Physical stimulus including stiffness, geometry, and topography, chemical stimulus, like varying the surface chemistry, and biochemical stimuli such as cytokines, hormones, small molecules, and herbal extracts have been studied but have yet to be translated to industrial manufacturing practice. In this review, we describe the role of those stimuli on h-MSC manufacturing, and how these stimuli positively promote h-MSC properties, impacting the cell manufacturing field for cell-based therapies. In addition, we discuss other process considerations such as bioreactor design, good manufacturing practice, and the importance of the cell donor and ethics factors for manufacturing potent h-MSC.
Collapse
Affiliation(s)
- David A Castilla-Casadiego
- Ralph E. Martin Department of Chemical Engineering, University of Arkansas, 3202 Bell Engineering Center, Fayetteville, AR, 72701, USA
| | - Ana M Reyes-Ramos
- Department of Chemical Engineering, University of Puerto Rico Mayagüez, Call Box 9000, Mayagüez, PR, 00681-9000, USA
| | - Maribella Domenech
- Department of Chemical Engineering, University of Puerto Rico Mayagüez, Call Box 9000, Mayagüez, PR, 00681-9000, USA
| | - Jorge Almodovar
- Ralph E. Martin Department of Chemical Engineering, University of Arkansas, 3202 Bell Engineering Center, Fayetteville, AR, 72701, USA.
| |
Collapse
|
10
|
Bersenev A, Fesnak A. Place of Academic GMP Facilities in Modern Cell Therapy. Methods Mol Biol 2020; 2097:329-39. [PMID: 31776936 DOI: 10.1007/978-1-0716-0203-4_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
Academic medicine, in general, serves a dual role in advancing the scientific field as well as providing the highest quality clinical care. In the last decade we have observed significant development of commercial cell and gene therapy products with rapid growth of the industry. Currently, hospital-based Good Manufacturing Practice (GMP) facilities, which are used to support primarily academic investigator-initiated clinical trials, are increasingly involved in interactions with industry.The purpose of this piece is to review the role of academic GMP facilities in development of cellular therapies. For the purpose of this review we will discuss manufacturing facilities located in hospitals or academic medical centers and compare them with commercial GMP facilities. Although the missions of academic and commercial GMP facilities are different, both are bound by industry standards and often engage in technology transfer with industry partners. Therefore, successful operation of an academic GMP facility requires striking a unique balance between commercial and academic priorities. Finally, we highlight some of the most challenging aspects of academic GMP facility operation and point to potential solutions.
Collapse
|
11
|
Moradi S, Mahdizadeh H, Šarić T, Kim J, Harati J, Shahsavarani H, Greber B, Moore JB. Research and therapy with induced pluripotent stem cells (iPSCs): social, legal, and ethical considerations. Stem Cell Res Ther 2019; 10:341. [PMID: 31753034 PMCID: PMC6873767 DOI: 10.1186/s13287-019-1455-y] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2019] [Revised: 10/04/2019] [Accepted: 10/15/2019] [Indexed: 02/08/2023] Open
Abstract
Induced pluripotent stem cells (iPSCs) can self-renew indefinitely in culture and differentiate into all specialized cell types including gametes. iPSCs do not exist naturally and are instead generated (“induced” or “reprogrammed”) in culture from somatic cells through ectopic co-expression of defined pluripotency factors. Since they can be generated from any healthy person or patient, iPSCs are considered as a valuable resource for regenerative medicine to replace diseased or damaged tissues. In addition, reprogramming technology has provided a powerful tool to study mechanisms of cell fate decisions and to model human diseases, thereby substantially potentiating the possibility to (i) discover new drugs in screening formats and (ii) treat life-threatening diseases through cell therapy-based strategies. However, various legal and ethical barriers arise when aiming to exploit the full potential of iPSCs to minimize abuse or unauthorized utilization. In this review, we discuss bioethical, legal, and societal concerns associated with research and therapy using iPSCs. Furthermore, we present key questions and suggestions for stem cell scientists, legal authorities, and social activists investigating and working in this field.
Collapse
Affiliation(s)
- Sharif Moradi
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran. .,Department of Cancer Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Isar 11, 47138-18983, Babol, Iran.
| | - Hamid Mahdizadeh
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Tomo Šarić
- Center for Physiology and Pathophysiology, Institute for NeurophysiologyMedical Faculty, University of Cologne, 50931, Cologne, Germany
| | - Johnny Kim
- Department of Cardiac Development and Remodeling, Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - Javad Harati
- Laboratory of Regenerative Medicine and Biomedical Innovations, Pasteur Institute of Iran, Tehran, Iran
| | - Hosein Shahsavarani
- Laboratory of Regenerative Medicine and Biomedical Innovations, Pasteur Institute of Iran, Tehran, Iran.,Department of Cellular and Molecular Sciences, Faculty of Bioscience and Biotechnology, Shahid Beheshti University, Tehran, Iran
| | - Boris Greber
- RheinCell Therapeutics GmbH, 40764, Langenfeld, Germany
| | - Joseph B Moore
- Diabetes and Obesity Center, University of Louisville, Louisville, KY, USA.,The Christina Lee Brown Envirome Institute, University of Louisville, Louisville, KY, USA
| |
Collapse
|
12
|
Mount S, Kanda P, Parent S, Khan S, Michie C, Davila L, Chan V, Davies RA, Haddad H, Courtman D, Stewart DJ, Davis DR. Physiologic expansion of human heart-derived cells enhances therapeutic repair of injured myocardium. Stem Cell Res Ther 2019; 10:316. [PMID: 31685023 PMCID: PMC6829847 DOI: 10.1186/s13287-019-1418-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 09/03/2019] [Accepted: 09/13/2019] [Indexed: 01/08/2023] Open
Abstract
Background Serum-free xenogen-free defined media and continuous controlled physiological cell culture conditions have been developed for stem cell therapeutics, but the effect of these conditions on the relative potency of the cell product is unknown. As such, we conducted a head-to-head comparison of cell culture conditions on human heart explant-derived cells using established in vitro measures of cell potency and in vivo functional repair. Methods Heart explant-derived cells cultured from human atrial or ventricular biopsies within a serum-free xenogen-free media and a continuous physiological culture environment were compared to cells cultured under traditional (high serum) cell culture conditions in a standard clean room facility. Results Transitioning from traditional high serum cell culture conditions to serum-free xenogen-free conditions had no effect on cell culture yields but provided a smaller, more homogenous, cell product with only minor antigenic changes. Culture within continuous physiologic conditions markedly boosted cell proliferation while increasing the expression of stem cell-related antigens and ability of cells to stimulate angiogenesis. Intramyocardial injection of physiologic cultured cells into immunodeficient mice 1 week after coronary ligation translated into improved cardiac function and reduced scar burden which was attributable to increased production of pro-healing cytokines, extracellular vesicles, and microRNAs. Conclusions Continuous physiological cell culture increased cell growth, paracrine output, and treatment outcomes to provide the greatest functional benefit after experimental myocardial infarction.
Collapse
Affiliation(s)
- Seth Mount
- University of Ottawa Heart Institute, Division of Cardiology, Department of Medicine, University of Ottawa, H3214 40 Ruskin Ave, Ottawa, ON, K1Y4W7, Canada
| | - Pushpinder Kanda
- University of Ottawa Heart Institute, Division of Cardiology, Department of Medicine, University of Ottawa, H3214 40 Ruskin Ave, Ottawa, ON, K1Y4W7, Canada
| | - Sandrine Parent
- University of Ottawa Heart Institute, Division of Cardiology, Department of Medicine, University of Ottawa, H3214 40 Ruskin Ave, Ottawa, ON, K1Y4W7, Canada
| | - Saad Khan
- Ottawa Hospital Research Institute, Division of Regenerative Medicine, Department of Medicine, University of Ottawa, Ottawa, K1H8L6, Canada
| | - Connor Michie
- University of Ottawa Heart Institute, Division of Cardiology, Department of Medicine, University of Ottawa, H3214 40 Ruskin Ave, Ottawa, ON, K1Y4W7, Canada
| | - Liliana Davila
- Ottawa Hospital Research Institute, Division of Regenerative Medicine, Department of Medicine, University of Ottawa, Ottawa, K1H8L6, Canada
| | - Vincent Chan
- University of Ottawa Heart Institute, Division of Cardiac Surgery, Department of Medicine, University of Ottawa, Ottawa, K1Y4W7, Canada
| | - Ross A Davies
- University of Ottawa Heart Institute, Division of Cardiology, Department of Medicine, University of Ottawa, H3214 40 Ruskin Ave, Ottawa, ON, K1Y4W7, Canada
| | | | - David Courtman
- Ottawa Hospital Research Institute, Division of Regenerative Medicine, Department of Medicine, University of Ottawa, Ottawa, K1H8L6, Canada
| | - Duncan J Stewart
- University of Ottawa Heart Institute, Division of Cardiology, Department of Medicine, University of Ottawa, H3214 40 Ruskin Ave, Ottawa, ON, K1Y4W7, Canada.,Department of Cellular and Molecular Medicine, University of Ottawa, Ottawa, K1H8M5, Canada.,Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, K1H8L6, Canada
| | - Darryl R Davis
- University of Ottawa Heart Institute, Division of Cardiology, Department of Medicine, University of Ottawa, H3214 40 Ruskin Ave, Ottawa, ON, K1Y4W7, Canada. .,Regenerative Medicine Program, Ottawa Hospital Research Institute, Ottawa, K1H8L6, Canada.
| |
Collapse
|
13
|
Lindsay CD, Roth JG, LeSavage BL, Heilshorn SC. Bioprinting of stem cell expansion lattices. Acta Biomater 2019; 95:225-235. [PMID: 31096043 DOI: 10.1016/j.actbio.2019.05.014] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 04/26/2019] [Accepted: 05/06/2019] [Indexed: 01/14/2023]
Abstract
Stem cells have great potential in regenerative medicine, with neural progenitor cells (NPCs) being developed as a therapy for many central nervous system diseases and injuries. However, one limitation to the clinical translation of stem cells is the resource-intensive, two-dimensional culture protocols required for biomanufacturing a clinically-relevant number of cells. This challenge can be overcome in an easy-to-produce and cost-effective 3D platform by bioprinting NPCs in a layered lattice structure. Here we demonstrate that alginate biopolymers are an ideal bioink for expansion lattices and do not require chemical modifications for effective NPC expansion. Alginate bioinks that are lightly crosslinked prior to printing can shield printed NPCs from potential mechanical damage caused by printing. NPCs within alginate expansion lattices remain in a stem-like state while undergoing a 2.5-fold expansion. Importantly, we demonstrate the ability to efficiently remove NPCs from printed lattices for future down-stream use as a cell-based therapy. These results demonstrate that 3D bioprinting of alginate expansion lattices is a viable and economical platform for NPC expansion that could be translated to clinical applications.
Collapse
Affiliation(s)
- Christopher D Lindsay
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA 94305, USA.
| | - Julien G Roth
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford Medical School, Stanford University, 265 Campus Drive, 3rd Floor, Stanford, CA 94305, USA.
| | - Bauer L LeSavage
- Department of Bioengineering, Stanford University, 443 Via Ortega, Shriram Center, Room 119, Stanford, CA 94305, USA.
| | - Sarah C Heilshorn
- Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA 94305, USA.
| |
Collapse
|
14
|
García JR, Quirós M, Han WM, O'Leary MN, Cox GN, Nusrat A, García AJ. IFN-γ-tethered hydrogels enhance mesenchymal stem cell-based immunomodulation and promote tissue repair. Biomaterials 2019; 220:119403. [PMID: 31401468 DOI: 10.1016/j.biomaterials.2019.119403] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 07/17/2019] [Accepted: 08/01/2019] [Indexed: 12/15/2022]
Abstract
Because of their immunomodulatory activities, human mesenchymal stem cells (hMSCs) are being explored to treat a variety of chronic conditions such as inflammatory bowel disorders and graft-vs-host disease. Treating hMSCs with IFN-γ prior to administration augments these immunomodulatory properties; however, this ex vivo treatment limits the broad applicability of this therapy due to technical and regulatory issues. In this study, we engineered an injectable synthetic hydrogel with tethered recombinant IFN-γ that activates encapsulated hMSCs to increase their immunomodulatory functions and avoids the need for ex vivo manipulation. Tethering IFN-γ to the hydrogel increases retention of IFN-γ within the biomaterial while preserving its biological activity. hMSCs encapsulated within hydrogels with tethered IFN-γ exhibited significant differences in cytokine secretion and showed a potent ability to halt activated T-cell proliferation and monocyte-derived dendritic cell differentiation compared to hMSCs that were pre-treated with IFN-γ and untreated hMSCs. Importantly, hMSCs encapsulated within hydrogels with tethered IFN-γ accelerated healing of colonic mucosal wounds in both immunocompromised and immunocompetent mice. This novel approach for licensing hMSCs with IFN-γ may enhance the clinical translation and efficacy of hMSC-based therapies.
Collapse
Affiliation(s)
- José R García
- Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA; Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Miguel Quirós
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Woojin M Han
- Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA; Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
| | | | | | - Asma Nusrat
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Andrés J García
- Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA; Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, USA.
| |
Collapse
|
15
|
Kanie K, Sasaki H, Ikeda Y, Tamada M, Togawa F, Kato R. Quantitative analysis of operators' flow line in the cell culture for controlled manual operation. Regen Ther 2019; 12:43-54. [PMID: 31890766 PMCID: PMC6933471 DOI: 10.1016/j.reth.2019.04.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2018] [Revised: 04/15/2019] [Accepted: 04/18/2019] [Indexed: 01/05/2023] Open
Abstract
Introduction Although cell culture has been widely used in the life sciences, there are still many aspects of this technique that are unclear. In this study, we have focused on the manual operations in the cell culture process and try to analyze the operators’ flow line. Methods During a course of approximately 6 years, we obtained the operators’ flow line data from two places (three layouts) and 38 operators (93 subcultures) using two network cameras and a motion detection software (Vitracom SiteView). Results Our investigation succeeded in quantifying the flow line of the subculture process and analyzed the time taken to carry out the process, to travel around the workplace. For the subculture process, the total time of the process being rerated the time of the operation in the place where the main operation is performed; the total distance of travel and the counts of travel not being related to the total time of the process. Based on these results, we propose a new way of evaluating the efficiency of cell culture process in terms of time and traveling. We believe that the results of this study can guide cell culture operators in handling cells more efficiently in cell manufacturing processes. Conclusions The flow line analysis method suggested by us can record the operators involved and improve the efficiency and consistency of the process; it can, therefore, be introduced in cell manufacturing processes. In addition, this method only requires network cameras and motion detection software, which are inexpensive and can be set up easily. The subculture process was quantified successfully irrespective of location. The time of some operation correlated with the total time of subculture process. The distance and the counts of travel did not correlate with total time of subculture process. Establishment of a new method of evaluation of operation efficiency, based on time and travel. The results of flow line analysis can be used effectively to guide operators.
Collapse
Affiliation(s)
- Kei Kanie
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Hiroto Sasaki
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8602, Japan
| | - Yurika Ikeda
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Masaki Tamada
- KOZO KEIKAKU ENGINEERING Inc., 4-5-3 Chuo, Nakano-ku, Tokyo 164-0011, Japan
| | - Fumio Togawa
- KOZO KEIKAKU ENGINEERING Inc., 4-5-3 Chuo, Nakano-ku, Tokyo 164-0011, Japan
| | - Ryuji Kato
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan.,Stem Cell Evaluation Technology Research Association (SCETRA), Hacho-bori, Chuou-ku, Tokyo 104-0032, Japan.,Institute of Nano-Life-Systems, Institute for Innovation for Future Society, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| |
Collapse
|
16
|
Mayers S, Moço PD, Maqbool T, Silva PN, Kilkenny DM, Audet J. Establishment of an erythroid progenitor cell line capable of enucleation achieved with an inducible c-Myc vector. BMC Biotechnol 2019; 19:21. [PMID: 30987611 PMCID: PMC6466758 DOI: 10.1186/s12896-019-0515-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Accepted: 04/05/2019] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND A robust scalable method for producing enucleated red blood cells (RBCs) is not only a process to produce packed RBC units for transfusion but a potential platform to produce modified RBCs with applications in advanced cellular therapy. Current strategies for producing RBCs have shortcomings in the limited self-renewal capacity of progenitor cells, or difficulties in effectively enucleating erythroid cell lines. We explored a new method to produce RBCs by inducibly expressing c-Myc in primary erythroid progenitor cells and evaluated the proliferative and maturation potential of these modified cells. RESULTS Primary erythroid progenitor cells were genetically modified with an inducible gene transfer vector expressing a single transcription factor, c-Myc, and all the gene elements required to achieve dox-inducible expression. Genetically modified cells had enhanced proliferative potential compared to control cells, resulting in exponential growth for at least 6 weeks. Inducibly proliferating erythroid (IPE) cells were isolated with surface receptors similar to colony forming unit-erythroid (CFU-Es), and after removal of ectopic c-Myc expression cells hemoglobinized, decreased in cell size to that of native RBCs, and enucleated achieving cultures with 17% enucleated cells. Experiments with IPE cells at various levels of ectopic c-Myc expression provided insight into differentiation dynamics of the modified cells, and an optimized two-stage differentiation strategy was shown to promote greater expansion and maturation. CONCLUSIONS Genetic engineering of adult erythroid progenitor cells with an inducible c-Myc vector established an erythroid progenitor cell line that could produce RBCs, demonstrating the potential of this approach to produce large quantities of RBCs and modified RBC products.
Collapse
Affiliation(s)
- Steven Mayers
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, Canada.,Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, Canada
| | - Pablo Diego Moço
- Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, Canada
| | - Talha Maqbool
- Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, Canada
| | - Pamuditha N Silva
- Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, Canada
| | - Dawn M Kilkenny
- Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, Canada
| | - Julie Audet
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, Toronto, Canada. .,Institute of Biomaterials and Biomedical Engineering (IBBME), University of Toronto, Toronto, Canada.
| |
Collapse
|
17
|
Imai Y, Yoshida K, Matsumoto M, Okada M, Kanie K, Shimizu K, Honda H, Kato R. In-process evaluation of culture errors using morphology-based image analysis. Regen Ther 2018; 9:15-23. [PMID: 30525071 PMCID: PMC6222266 DOI: 10.1016/j.reth.2018.06.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2018] [Revised: 05/22/2018] [Accepted: 06/13/2018] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Advancing industrial-scale manufacture of cells as therapeutic products is an example of the wide applications of regenerative medicine. However, one bottleneck in establishing stable and efficient cell manufacture is quality control. Owing to the lack of effective in-process measurement technology, analyzing the time-consuming and complex cell culture process that essentially determines cellular quality is difficult and only performed by manual microscopic observation. Our group has been applying advanced image-processing and machine-learning modeling techniques to construct prediction models that support quality evaluations during cell culture. In this study, as a model of errors during the cell culture process, intentional errors were compared to the standard culture and analyzed based only on the time-course morphological information of the cells. METHODS Twenty-one lots of human mesenchymal stem cells (MSCs), including both bone-marrow-derived MSCs and adipose-derived MSCs, were cultured under 5 conditions (one standard and 4 types of intentional errors, such as clear failure of handlings and machinery malfunctions). Using time-course microscopic images, cell morphological profiles were quantitatively measured and utilized for visualization and prediction modeling. For visualization, modified principal component analysis (PCA) was used. For prediction modeling, linear regression analysis and the MT method were applied. RESULTS By modified PCA visualization, the differences in cellular lots and culture conditions were illustrated as traits on a morphological transition line plot and found to be effective descriptors for discriminating the deviated samples in a real-time manner. In prediction modeling, both the cell growth rate and error condition discrimination showed high accuracy (>80%), which required only 2 days of culture. Moreover, we demonstrated the applicability of different concepts of machine learning using the MT method, which is effective for manufacture processes that mostly collect standard data but not a large amount of failure data. CONCLUSIONS Morphological information that can be quantitatively acquired during cell culture has great potential as an in-process measurement tool for quality control in cell manufacturing processes.
Collapse
Affiliation(s)
- Yuta Imai
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Kei Yoshida
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Megumi Matsumoto
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8602, Japan
| | - Mai Okada
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Kei Kanie
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| | - Kazunori Shimizu
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8602, Japan
| | - Hiroyuki Honda
- Department of Biotechnology, Graduate School of Engineering, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8602, Japan
| | - Ryuji Kato
- Department of Basic Medicinal Sciences, Graduate School of Pharmaceutical Sciences, Nagoya University, Furocho, Chikusa-ku, Nagoya 464-8601, Japan
| |
Collapse
|
18
|
Oja S, Komulainen P, Penttilä A, Nystedt J, Korhonen M. Automated image analysis detects aging in clinical-grade mesenchymal stromal cell cultures. Stem Cell Res Ther 2018; 9:6. [PMID: 29321040 PMCID: PMC5763576 DOI: 10.1186/s13287-017-0740-x] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Revised: 11/28/2017] [Accepted: 12/01/2017] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Senescent cells are undesirable in cell therapy products due to reduced therapeutic activity and risk of aberrant cellular effects, and methods for assessing senescence are needed. Early-passage mesenchymal stromal cells (MSCs) are known to be small and spindle-shaped but become enlarged upon cell aging. Indeed, cell morphology is routinely evaluated during MSC production using subjective methods. We have therefore explored the possibility of utilizing automated imaging-based analysis of cell morphology in clinical cell manufacturing. METHODS An imaging system was adopted for analyzing changes in cell morphology of bone marrow-derived MSCs during long-term culture. Cells taken from the cultures at the desired passages were plated at low density for imaging, representing morphological changes observed in the clinical-grade cultures. The manifestations of aging and onset of senescence were monitored by population doubling numbers, expression of p16INK4a and p21Cip1/Waf1, β-galactosidase activity, and telomeric terminal restriction fragment analysis. RESULTS Cell area was the most statistically significant and practical parameter for describing morphological changes, correlating with biochemical senescence markers. MSCs from passages 1 (p1) and 3 (p3) were remarkably uniform in size, with cell areas between 1800 and 2500 μm2. At p5 the cells began to enlarge resulting in a 4.8-fold increase at p6-9 as compared to p1. The expression of p16INK4a and activity of β-galactosidase had a strong correlation with the increase in cell area, whereas the expression of p21Cip1/Waf1 reached its maximum at the onset of growth arrest and subsequently decreased. Mean telomere length shortened at an apparently constant rate during culture, from 8.2 ± 0.3 kbp at p1, reaching 6.08 ± 0.6 kbp at senescence. CONCLUSIONS Imaging analysis of cell morphology is a useful tool for evaluating aging in cell cultures throughout the lifespan of MSCs. Our findings suggest that imaging analysis can reproducibly detect aging-related changes in cell morphology in MSC cultures. These findings suggest that cell morphology is still a supreme measure of cell quality and may be utilized to develop new noninvasive imaging-based methods to screen and quantitate aging in clinical-grade cell cultures.
Collapse
Affiliation(s)
- S. Oja
- Advanced Cell Therapy Centre, Finnish Red Cross Blood Service, Kivihaantie 7, FI-00310 Helsinki, Finland
| | - P. Komulainen
- Advanced Cell Therapy Centre, Finnish Red Cross Blood Service, Kivihaantie 7, FI-00310 Helsinki, Finland
- Institute of Biomedicine, Department of Anatomy, University of Helsinki, Haartmaninkatu 8, FI-00290 Helsinki, Finland
| | - A. Penttilä
- Advanced Cell Therapy Centre, Finnish Red Cross Blood Service, Kivihaantie 7, FI-00310 Helsinki, Finland
- Department of Physics, University of Helsinki, P.O. Box 64, FI-00014 Helsinki, Finland
| | - J. Nystedt
- Advanced Cell Therapy Centre, Finnish Red Cross Blood Service, Kivihaantie 7, FI-00310 Helsinki, Finland
| | - M. Korhonen
- Advanced Cell Therapy Centre, Finnish Red Cross Blood Service, Kivihaantie 7, FI-00310 Helsinki, Finland
- Division of Hemato-Oncology and Stem Cell Transplantation, Hospital for Children and Adolescents, Helsinki University Central Hospital, FI-00290 Helsinki, Finland
| |
Collapse
|
19
|
Mizutani M, Samejima H, Terunuma H, Kino-oka M. Experience of contamination during autologous cell manufacturing in cell processing facility under the Japanese Medical Practitioners Act and the Medical Care Act. Regen Ther 2016; 5:25-30. [PMID: 31245497 PMCID: PMC6581811 DOI: 10.1016/j.reth.2016.06.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 06/16/2016] [Accepted: 06/23/2016] [Indexed: 11/24/2022] Open
Abstract
Cell therapy and regenerative medicine technologies require strict cell manufacturing procedures to be defined and addressed. Maintenance of the aseptic environment is critical to preclude extrinsic contamination risks, similar to conventional pharmaceutical manufacturing. However, intrinsic contamination risks exist in all cell manufacturing processes owing to the use of cells as the raw materials that cannot be sterilized, thus giving rise to the primary and secondary risks of cell contamination and cross-contamination, respectively. Analysis of contamination risks was conducted on experienced batches (29,858 batches) for the production of immune cells derived from autologous blood mononuclear cells under the Medical Practitioners Act and the Medical Care Act in Japan. From these batches, 0.06% (18 cases) of contamination occurred, representing low probability of contamination incidence during cell processing. Almost all the causes of these contaminations were regarded to be from the collected blood (intrinsic contamination), and subsequent cross-contaminations were prevented, considering that the secondary contamination risk can be reduced by adequate managements of operational procedures for changeover in aseptic environment.
Collapse
Affiliation(s)
- Manabu Mizutani
- Division of Science and Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka, 565-0871, Japan
- Biotherapy Institute of Japan, 2-4-8 Edagawa, Koto-ku, Tokyo, 135-0051, Japan
| | - Hazuki Samejima
- Biotherapy Institute of Japan, 2-4-8 Edagawa, Koto-ku, Tokyo, 135-0051, Japan
| | - Hiroshi Terunuma
- Biotherapy Institute of Japan, 2-4-8 Edagawa, Koto-ku, Tokyo, 135-0051, Japan
| | - Masahiro Kino-oka
- Division of Science and Biotechnology, Graduate School of Engineering, Osaka University, 2-1 Yamadaoka, Suita, Osaka, 565-0871, Japan
| |
Collapse
|
20
|
Abstract
Therapeutic uses of cells differentiated from human pluripotent stem cells (hPSCs), either embryonic stem (ES) cells or induced pluripotent stem cells (iPSCs), are now being tested in clinical trials, and it is likely that this will lead to increased commercial interest in the clinical translation of promising hPSC research. Recent technical advances in the use of defined media and culture substrates have significantly improved both the simplicity and predictability of growing hPSCs, allowing a much more straightforward application of current good manufacturing practices (cGMP) to the culture of these cells. In addition, the adoption of cGMP-compliant techniques in research environments will both improve the replication of results and make the transition of promising investigations to the commercial sector significantly less cumbersome. However, passaging methods for hPSCs are inherently unpredictable and rely on operator experience and expertise. This is problematic for the cell manufacturing process where operator time and process predictability are often determining cost drivers. We have adopted a human iPSC system using defined media and a recombinant substrate that employs cell dissociation with a hypertonic citrate solution which eliminates variability during hPSC cell expansion and provides a simple cGMP-compliant technique for hiPSC cultivation that is appropriate in both research and commercial applications.
Collapse
Affiliation(s)
- Ann M Parr
- Department of Neurosurgery, 420 Delaware Street, MMC 96, Minneapolis, 55455, USA
| | - Patrick J Walsh
- Stem Cell Institute, University of Minnesota, 2001 6th Street SE, Minneapolis, MN, 55455, USA
| | - Vincent Truong
- Stem Cell Institute, University of Minnesota, 2001 6th Street SE, Minneapolis, MN, 55455, USA
| | - James R Dutton
- Stem Cell Institute, University of Minnesota, 2001 6th Street SE, Minneapolis, MN, 55455, USA.
| |
Collapse
|
21
|
de Soure AM, Fernandes-Platzgummer A, da Silva CL, Cabral JMS. Scalable microcarrier-based manufacturing of mesenchymal stem/stromal cells. J Biotechnol 2016; 236:88-109. [PMID: 27527397 DOI: 10.1016/j.jbiotec.2016.08.007] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 08/02/2016] [Accepted: 08/09/2016] [Indexed: 12/17/2022]
Abstract
Due to their unique features, mesenchymal stem/stromal cells (MSC) have been exploited in clinical settings as therapeutic candidates for the treatment of a variety of diseases. However, the success in obtaining clinically-relevant MSC numbers for cell-based therapies is dependent on efficient isolation and ex vivo expansion protocols, able to comply with good manufacturing practices (GMP). In this context, the 2-dimensional static culture systems typically used for the expansion of these cells present several limitations that may lead to reduced cell numbers and compromise cell functions. Furthermore, many studies in the literature report the expansion of MSC using fetal bovine serum (FBS)-supplemented medium, which has been critically rated by regulatory agencies. Alternative platforms for the scalable manufacturing of MSC have been developed, namely using microcarriers in bioreactors, with also a considerable number of studies now reporting the production of MSC using xenogeneic/serum-free medium formulations. In this review we provide a comprehensive overview on the scalable manufacturing of human mesenchymal stem/stromal cells, depicting the various steps involved in the process from cell isolation to ex vivo expansion, using different cell tissue sources and culture medium formulations and exploiting bioprocess engineering tools namely microcarrier technology and bioreactors.
Collapse
Affiliation(s)
- António M de Soure
- Department of Bioengineering and iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, Lisboa, Portugal
| | - Ana Fernandes-Platzgummer
- Department of Bioengineering and iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, Lisboa, Portugal
| | - Cláudia L da Silva
- Department of Bioengineering and iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, Lisboa, Portugal
| | - Joaquim M S Cabral
- Department of Bioengineering and iBB-Institute for Bioengineering and Biosciences, Instituto Superior Técnico, Universidade de Lisboa, Av. Rovisco Pais, Lisboa, Portugal.
| |
Collapse
|
22
|
Arjmand B, Aghayan HR. Cell manufacturing for clinical applications. Stem Cells 2015; 32:2557-8. [PMID: 24891087 DOI: 10.1002/stem.1751] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2014] [Revised: 03/07/2014] [Accepted: 03/16/2014] [Indexed: 11/08/2022]
Affiliation(s)
- Babak Arjmand
- GMP-Compliant Stem Cell Facility, Brain and Spinal Cord Injury Research Center, Tehran University of Medical Sciences, Tehran, Iran; Endocrinology and Metabolism Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | | |
Collapse
|